1 research outputs found
An Energy Balance Based Method for Parameter Identification of a Free-Flying Robot Grasping An Unknown Object
The estimation of inertial parameters of a robotic system is crucial for
better trajectory tracking performance, specially when model-based controllers
are used for carrying out precise tasks. In this paper, we consider the
scenario of grasping an object of unknown properties by a free-flyer space
robot with limited actuation. The problem is to find the inertial parameters of
the complete system after grasping has been performed. Excitation is provided
in inertial space, and the excitation trajectories are found by optimization.
Truncated Fourier series are used to represent the reference as well as tracked
trajectory. An approach based on the energy balance between the actuation work
and the rate of change of kinetic energy is introduced to calculate the number
of harmonics in the Fourier series used to represent the executed trajectory,
while trying to find a balance between accounting for saturation effects and
keeping out noise. The effect of input saturation on parameter estimation is
also studied. Simulation results using the Space CoBot free-flyer robot are
presented to show the feasibility of the approach